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Article

GutCore: An Endoscopy Foundation Model for Whole-Case Gastric Cancer Analysis

2026-07-02

Abstract excerpt

<h4>Background</h4> Routine endoscopy image sets contain complementary information about lesions, surrounding mucosa, anatomy, and examination context. However, most endoscopic artificial intelligence systems are developed and evaluated on selected frames for narrowly defined image-level tasks, limiting their ability to support case-level analysis. <h4>Objective</h4> To develop GutCore, an endoscopy foundation m...

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Literature Corpus work
8a0325ff-cfa0-592f-91e0-9f57a52605d5
DOI
10.64898/2026.07.01.26356993
Open publication

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GutCore: An Endoscopy Foundation Model for Whole-Case Gastric Cancer AnalysisDOI 10.64898/2026.07.01.26356993
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